Enhancing the Stability of LLM-based Speech Generation Systems through Self-Supervised Representations
Fuente:
arXiv
Saved in:
| Main Authors: | Martín-Cortinas, Álvaro, Sáez-Trigueros, Daniel, Vallés-Pérez, Iván, Tura-Vecino, Biel, Biliński, Piotr, Lajszczak, Mateusz, Beringer, Grzegorz, Barra-Chicote, Roberto, Lorenzo-Trueba, Jaime |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Investigating self-supervised features for expressive, multilingual voice conversion
by: Martín-Cortinas, Álvaro, et al.
Published: (2025)
by: Martín-Cortinas, Álvaro, et al.
Published: (2025)
SCRAPS: Speech Contrastive Representations of Acoustic and Phonetic Spaces
by: Vallés-Pérez, Ivan, et al.
Published: (2023)
by: Vallés-Pérez, Ivan, et al.
Published: (2023)
Universal Semantic Disentangled Privacy-preserving Speech Representation Learning
by: Vecino, Biel Tura, et al.
Published: (2025)
by: Vecino, Biel Tura, et al.
Published: (2025)
Lightweight End-to-end Text-to-speech Synthesis for low resource on-device applications
by: Vecino, Biel Tura, et al.
Published: (2025)
by: Vecino, Biel Tura, et al.
Published: (2025)
Adaptive Federated Fine-Tuning of Self-Supervised Speech Representations
by: Guo, Xin, et al.
Published: (2026)
by: Guo, Xin, et al.
Published: (2026)
Cyclostationarity Analysis as a Complement to Self-Supervised Representations for Speech Deepfake Detection
by: Hanilçi, Cemal, et al.
Published: (2026)
by: Hanilçi, Cemal, et al.
Published: (2026)
BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data
by: Łajszczak, Mateusz, et al.
Published: (2024)
by: Łajszczak, Mateusz, et al.
Published: (2024)
Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw
by: Chorowski, Jan, et al.
Published: (2021)
by: Chorowski, Jan, et al.
Published: (2021)
k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning
by: Yang, Yifan, et al.
Published: (2024)
by: Yang, Yifan, et al.
Published: (2024)
Refining Self-Supervised Learnt Speech Representation using Brain Activations
by: Li, Hengyu, et al.
Published: (2024)
by: Li, Hengyu, et al.
Published: (2024)
Emotion-Aware Speech Self-Supervised Representation Learning with Intensity Knowledge
by: Liu, Rui, et al.
Published: (2024)
by: Liu, Rui, et al.
Published: (2024)
Distillation and Pruning for Scalable Self-Supervised Representation-Based Speech Quality Assessment
by: Stahl, Benjamin, et al.
Published: (2025)
by: Stahl, Benjamin, et al.
Published: (2025)
Codec2Vec: Self-Supervised Speech Representation Learning Using Neural Speech Codecs
by: Tseng, Wei-Cheng, et al.
Published: (2025)
by: Tseng, Wei-Cheng, et al.
Published: (2025)
Augmenting Polish Automatic Speech Recognition System With Synthetic Data
by: Bondaruk, Łukasz, et al.
Published: (2024)
by: Bondaruk, Łukasz, et al.
Published: (2024)
A Large-Scale Probing Analysis of Speaker-Specific Attributes in Self-Supervised Speech Representations
by: Chiu, Aemon Yat Fei, et al.
Published: (2025)
by: Chiu, Aemon Yat Fei, et al.
Published: (2025)
Exploring Disentangled Neural Speech Codecs from Self-Supervised Representations
by: Aihara, Ryo, et al.
Published: (2025)
by: Aihara, Ryo, et al.
Published: (2025)
Weakly Supervised Phonological Features for Pathological Speech Analysis
by: Thienpondt, Jenthe, et al.
Published: (2025)
by: Thienpondt, Jenthe, et al.
Published: (2025)
Rethinking Mamba in Speech Processing by Self-Supervised Models
by: Zhang, Xiangyu, et al.
Published: (2024)
by: Zhang, Xiangyu, et al.
Published: (2024)
Semi-Supervised Contrastive Learning of Musical Representations
by: Guinot, Julien, et al.
Published: (2024)
by: Guinot, Julien, et al.
Published: (2024)
Investigation of Speech and Noise Latent Representations in Single-channel VAE-based Speech Enhancement
by: Li, Jiatong, et al.
Published: (2025)
by: Li, Jiatong, et al.
Published: (2025)
Generic Speech Enhancement with Self-Supervised Representation Space Loss
by: Sato, Hiroshi, et al.
Published: (2025)
by: Sato, Hiroshi, et al.
Published: (2025)
Spoken Language Corpora Augmentation with Domain-Specific Voice-Cloned Speech
by: Czyżnikiewicz, Mateusz, et al.
Published: (2024)
by: Czyżnikiewicz, Mateusz, et al.
Published: (2024)
Analysis of Self-Supervised Speech Models on Children's Speech and Infant Vocalizations
by: Li, Jialu, et al.
Published: (2024)
by: Li, Jialu, et al.
Published: (2024)
Augmenting Open-Vocabulary Dysarthric Speech Assessment with Human Perceptual Supervision
by: Jia, Kaimeng, et al.
Published: (2025)
by: Jia, Kaimeng, et al.
Published: (2025)
Large Language Model Guided Decoding for Self-Supervised Speech Recognition
by: Cohen, Eyal, et al.
Published: (2025)
by: Cohen, Eyal, et al.
Published: (2025)
Multi-Distillation from Speech and Music Representation Models
by: Wei, Jui-Chiang, et al.
Published: (2025)
by: Wei, Jui-Chiang, et al.
Published: (2025)
Leveraging Content and Acoustic Representations for Speech Emotion Recognition
by: Dutta, Soumya, et al.
Published: (2024)
by: Dutta, Soumya, et al.
Published: (2024)
HYFuse: Aligning Heterogeneous Speech Pre-Trained Representations in Hyperbolic Space for Speech Emotion Recognition
by: Phukan, Orchid Chetia, et al.
Published: (2025)
by: Phukan, Orchid Chetia, et al.
Published: (2025)
Enhanced Reverberation as Supervision for Unsupervised Speech Separation
by: Saijo, Kohei, et al.
Published: (2024)
by: Saijo, Kohei, et al.
Published: (2024)
Synergistic Effects of Knowledge Distillation and Structured Pruning for Self-Supervised Speech Models
by: C, Shiva Kumar, et al.
Published: (2025)
by: C, Shiva Kumar, et al.
Published: (2025)
Prosody as Supervision: Bridging the Non-Verbal--Verbal for Multilingual Speech Emotion Recognition
by: Girish, et al.
Published: (2026)
by: Girish, et al.
Published: (2026)
The Effect of Batch Size on Contrastive Self-Supervised Speech Representation Learning
by: Vaessen, Nik, et al.
Published: (2024)
by: Vaessen, Nik, et al.
Published: (2024)
Do Discrete Self-Supervised Representations of Speech Capture Tone Distinctions?
by: Osakuade, Opeyemi, et al.
Published: (2024)
by: Osakuade, Opeyemi, et al.
Published: (2024)
On the Use of Self-Supervised Representation Learning for Speaker Diarization and Separation
by: Baroudi, Séverin, et al.
Published: (2025)
by: Baroudi, Séverin, et al.
Published: (2025)
TTA: Transcribe, Translate and Alignment for Cross-lingual Speech Representation
by: Liu, Wei, et al.
Published: (2025)
by: Liu, Wei, et al.
Published: (2025)
Learning Time-Graph Frequency Representation for Monaural Speech Enhancement
by: Wang, Tingting, et al.
Published: (2025)
by: Wang, Tingting, et al.
Published: (2025)
ULTRAS -- Unified Learning of Transformer Representations for Audio and Speech Signals
by: E, Ameenudeen P, et al.
Published: (2026)
by: E, Ameenudeen P, et al.
Published: (2026)
SLASH: Self-Supervised Speech Pitch Estimation Leveraging DSP-derived Absolute Pitch
by: Terashima, Ryo, et al.
Published: (2025)
by: Terashima, Ryo, et al.
Published: (2025)
Comparing Unsupervised and Supervised Semantic Speech Tokens: A Case Study of Child ASR
by: Shi, Mohan, et al.
Published: (2025)
by: Shi, Mohan, et al.
Published: (2025)
SA-WavLM: Speaker-Aware Self-Supervised Pre-training for Mixture Speech
by: Lin, Jingru, et al.
Published: (2024)
by: Lin, Jingru, et al.
Published: (2024)
Similar Items
-
Investigating self-supervised features for expressive, multilingual voice conversion
by: Martín-Cortinas, Álvaro, et al.
Published: (2025) -
SCRAPS: Speech Contrastive Representations of Acoustic and Phonetic Spaces
by: Vallés-Pérez, Ivan, et al.
Published: (2023) -
Universal Semantic Disentangled Privacy-preserving Speech Representation Learning
by: Vecino, Biel Tura, et al.
Published: (2025) -
Lightweight End-to-end Text-to-speech Synthesis for low resource on-device applications
by: Vecino, Biel Tura, et al.
Published: (2025) -
Adaptive Federated Fine-Tuning of Self-Supervised Speech Representations
by: Guo, Xin, et al.
Published: (2026)